🤖 MatLab/Octave examples of popular machine learning algorithms with code examples and mathematics being explained

Clustering / Subspace Clustering Algorithms on MATLAB

Unsupervised multilabel image segmentation (color/gray/multichannel) based on the Potts model (aka piecewise constant Mumford-Shah model)

A MATLAB library for sparse representation problems

MATLAB code for 7 Multi-view Spectral Clustering algorithms

Flexible Statistics and Data Analysis (FSDA) extends MATLAB for a robust analysis of data sets affected by different sources of heterogeneity. It is open source software licensed under the European Union Public Licence (EUPL). FSDA is a joint project by the University of Parma and the Joint Research Centre of the European Commission.

A novel Clustering algorithm by measuring Direction Centrality (CDC) locally. It adopts a density-independent metric based on the distribution of K-nearest neighbors (KNNs) to distinguish between internal and boundary points. The boundary points generate enclosed cages to bind the connections of internal points.

Implementation for the paper "K-Multiple-Means: A Multiple-Means Clustering Method with Specified K Clusters,", which has been accepted by KDD'2019 as an ORAL paper, in the Research Track.

PSO-Clustering algorithm [Matlab code]

Matlab implementation for k-Shape

Evaluation code of our paper in IEEE Transactions on Mobile Computing: ''Joint Optimization of Base Station Clustering and Service Caching in User-Centric MEC''

TCyb 2018: Graph learning for multiview clustering

A Matlab library for the Dominant Set clustering

k-means (unsupervised learning/clustering) algorithm implemented in MATLAB.

Graph Agglomerative Clustering Library

Awesome Continual Multi-view Clustering is a collection of SOTA, novel continual multi-view clustering methods (papers, codes).

MATLAB code for the ICDM paper "Consistency Meets Inconsistency: A Unified Graph Learning Framework for Multi-view Clustering"

Auto-UFSTool - An Automatic MATLAB Toolbox for Unsupervised Feature Selection

This repository integrates the codes for some feature selection & clustering methods.